diff --git a/.github/release-drafter-engine.yml b/.github/release-drafter-engine.yml
new file mode 100644
index 000000000..26500e1c6
--- /dev/null
+++ b/.github/release-drafter-engine.yml
@@ -0,0 +1,37 @@
+_extends: tracecat:.github/release-drafter.yml
+
+name-template: Tracecat Engine $RESOLVED_VERSION
+tag-template: engine-$RESOLVED_VERSION
+tag-prefix: engine-
+
+include-labels:
+  - engine
+
+version-resolver:
+  minor:
+    labels:
+      - breaking
+      - breaking engine
+  default: patch
+
+categories:
+  - title: 🏆 Highlights
+    labels: highlight
+  - title: 💥 Breaking changes
+    labels:
+      - breaking
+      - breaking engine
+  - title: ⚠️ Deprecations
+    labels: deprecation
+  - title: 🚀 Performance improvements
+    labels: performance
+  - title: ✨ Enhancements
+    labels: enhancement
+  - title: 🐞 Bug fixes
+    labels: fix
+  - title: 📖 Documentation
+    labels: documentation
+  - title: 📦 Build system
+    labels: build
+  - title: 🛠️ Other improvements
+    labels: internal
\ No newline at end of file
diff --git a/.github/release-drafter-ui.yml b/.github/release-drafter-ui.yml
new file mode 100644
index 000000000..4b1ed8084
--- /dev/null
+++ b/.github/release-drafter-ui.yml
@@ -0,0 +1,40 @@
+_extends: tracecat:.github/release-drafter.yml
+
+name-template: Tracecat UI $RESOLVED_VERSION
+tag-template: ui-$RESOLVED_VERSION
+tag-prefix: ui-
+
+include-labels:
+  - ui
+  - frontend
+
+version-resolver:
+  minor:
+    labels:
+      - breaking
+      - breaking ui
+      - breaking frontend
+  default: patch
+
+categories:
+  - title: 🏆 Highlights
+    labels: highlight
+  - title: 💥 Breaking changes
+    labels:
+      - breaking
+      - breaking ui
+      - breaking frontend
+  - title: ⚠️ Deprecations
+    labels: deprecation
+  - title: 🚀 Performance improvements
+    labels: performance
+  - title: ✨ Enhancements
+    labels: enhancement
+  - title: 🐞 Bug fixes
+    labels: fix
+  - title: 📖 Documentation
+    labels: documentation
+  - title: 📦 Build system
+    labels: build
+  - title: 🛠️ Other improvements
+    labels: internal
\ No newline at end of file
diff --git a/.github/release-drafter.yml b/.github/release-drafter.yml
new file mode 100644
index 000000000..796b7d937
--- /dev/null
+++ b/.github/release-drafter.yml
@@ -0,0 +1,62 @@
+exclude-labels:
+  - skip changelog
+  - release
+
+change-template: '- $TITLE (#$NUMBER)'
+change-title-escapes: '\<*_&'
+replacers:
+  # Remove conventional commits from titles
+  - search: '/- (build|chore|ci|depr|docs|feat|fix|perf|refactor|release|test)(\(.*\))?(\!)?\: /g'
+    replace: '- '
+
+autolabeler:
+  - label: frontend
+    title:
+      # Example: feat(ui): ...
+      - '/^(build|chore|ci|depr|docs|feat|fix|perf|refactor|release|test)(\(.*ui.*\))?\!?\: /'
+  - label: engine
+    title:
+      # Example: feat(engine): ...
+      - '/^(build|chore|ci|depr|docs|feat|fix|perf|refactor|release|test)(\(.*engine.*\))?\!?\: /'
+  - label: breaking
+    title:
+      # Example: feat!: ...
+      - '/^(build|chore|ci|depr|docs|feat|fix|perf|refactor|release|test)(\(.*\))?\!\: /'
+  - label: breaking frontend
+    title:
+      # Example: feat(ui!, engine): ...
+      - '/^(build|chore|ci|depr|docs|feat|fix|perf|refactor|release|test)\(.*ui\!.*\)\: /'
+  - label: breaking engine
+    title:
+      # Example: feat(engine!): ...
+      - '/^(build|chore|ci|depr|docs|feat|fix|perf|refactor|release|test)\(.*engine\!.*\)\: /'
+  - label: build
+    title:
+      - '/^build/'
+  - label: internal
+    title:
+      - '/^(chore|ci|refactor|test)/'
+  - label: deprecation
+    title:
+      - '/^depr/'
+  - label: documentation
+    title:
+      - '/^docs/'
+  - label: enhancement
+    title:
+      - '/^feat/'
+  - label: fix
+    title:
+      - '/^fix/'
+  - label: performance
+    title:
+      - '/^perf/'
+  - label: release
+    title:
+      - '/^release/'
+
+template: |
+  $CHANGES
+
+  Thank you to all our contributors for making this release possible!
+  $CONTRIBUTORS
\ No newline at end of file
diff --git a/.github/workflows/lint-python.yml b/.github/workflows/lint-python.yml
new file mode 100644
index 000000000..24c2c9fc5
--- /dev/null
+++ b/.github/workflows/lint-python.yml
@@ -0,0 +1,55 @@
+name: Lint Python
+
+on:
+  pull_request:
+    paths:
+      - py-polars/**
+      - .github/workflows/lint-python.yml
+
+jobs:
+  ruff:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+
+      - name: Get ruff version from requirements file
+        id: version
+        run: |
+          VERSION=$(grep -m 1 -oP 'ruff==\K(.*)' requirements-lint.txt)
+          echo "version=$VERSION" >> $GITHUB_OUTPUT
+
+      - uses: chartboost/ruff-action@v1
+        with:
+          src: tracecat/
+          version: ${{ steps.version.outputs.version }}
+          args: check --no-fix
+
+      - uses: chartboost/ruff-action@v1
+        with:
+          src: tracecat/
+          version: ${{ steps.version.outputs.version }}
+          args: format --diff
+
+  mypy:
+    runs-on: ubuntu-latest
+    strategy:
+      fail-fast: false
+    defaults:
+      run:
+        working-directory: tracecat
+
+    steps:
+      - uses: actions/checkout@v4
+
+      - name: Set up Python
+        uses: actions/setup-python@v5
+        with:
+          python-version: '3.12'
+
+      - name: Install dependencies
+        run: |
+          pip install -r requirements-dev.txt
+          pip install -r requirements-lint.txt
+
+      - name: Run mypy
+        run: mypy
\ No newline at end of file
diff --git a/.github/workflows/pr-labeler.yml b/.github/workflows/pr-labeler.yml
new file mode 100644
index 000000000..dca6582bc
--- /dev/null
+++ b/.github/workflows/pr-labeler.yml
@@ -0,0 +1,20 @@
+name: Pull request labeler
+
+on:
+  pull_request_target:
+    types: [opened, edited]
+
+permissions:
+  contents: read
+  pull-requests: write
+
+jobs:
+  main:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Label pull request
+        uses: release-drafter/release-drafter@v6
+        with:
+          disable-releaser: true
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
\ No newline at end of file
diff --git a/.github/workflows/release-drafter.yml b/.github/workflows/release-drafter.yml
new file mode 100644
index 000000000..a5386a6a2
--- /dev/null
+++ b/.github/workflows/release-drafter.yml
@@ -0,0 +1,38 @@
+name: Update draft releases
+
+on:
+  push:
+    branches:
+      - main
+  workflow_dispatch:
+    inputs:
+      # Latest commit to include with the release. If omitted, use the latest commit on the main branch.
+      sha:
+        description: Commit SHA
+        type: string
+
+permissions:
+  contents: write
+  pull-requests: read
+
+jobs:
+  main:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Draft Engine release
+        uses: release-drafter/release-drafter@v6
+        with:
+          config-name: release-drafter-engine.yml
+          commitish: ${{ inputs.sha || github.sha }}
+          disable-autolabeler: true
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+
+      - name: Draft Frontend release
+        uses: release-drafter/release-drafter@v6
+        with:
+          config-name: release-drafter-ui.yml
+          commitish: ${{ inputs.sha || github.sha }}
+          disable-autolabeler: true
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
\ No newline at end of file
diff --git a/.github/workflows/release-engine.yml b/.github/workflows/release-engine.yml
new file mode 100644
index 000000000..8ebb28a80
--- /dev/null
+++ b/.github/workflows/release-engine.yml
@@ -0,0 +1,41 @@
+name: Publish
+
+on:
+  release:
+    types:
+      - created
+
+jobs:
+  publish:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Dump GitHub context
+        env:
+          GITHUB_CONTEXT: ${{ toJson(github) }}
+        run: echo "$GITHUB_CONTEXT"
+      - uses: actions/checkout@v4
+      - name: Set up Python
+        uses: actions/setup-python@v5
+        with:
+          python-version: "3.10"
+          # Issue ref: https://github.com/actions/setup-python/issues/436
+          # cache: "pip"
+          cache-dependency-path: pyproject.toml
+      - uses: actions/cache@v3
+        id: cache
+        with:
+          path: ${{ env.pythonLocation }}
+          key: ${{ runner.os }}-python-${{ env.pythonLocation }}-${{ hashFiles('pyproject.toml') }}-publish
+      - name: Install build dependencies
+        if: steps.cache.outputs.cache-hit != 'true'
+        run: pip install build
+      - name: Build distribution
+        run: python -m build
+      - name: Publish
+        uses: pypa/gh-action-pypi-publish@v1.8.11
+        with:
+          password: ${{ secrets.PYPI_API_TOKEN }}
+      - name: Dump GitHub context
+        env:
+          GITHUB_CONTEXT: ${{ toJson(github) }}
+        run: echo "$GITHUB_CONTEXT"
diff --git a/.gitignore b/.gitignore
new file mode 100644
index 000000000..68bc17f9f
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1,160 @@
+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+
+# C extensions
+*.so
+
+# Distribution / packaging
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+share/python-wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+MANIFEST
+
+# PyInstaller
+#  Usually these files are written by a python script from a template
+#  before PyInstaller builds the exe, so as to inject date/other infos into it.
+*.manifest
+*.spec
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.nox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+*.py,cover
+.hypothesis/
+.pytest_cache/
+cover/
+
+# Translations
+*.mo
+*.pot
+
+# Django stuff:
+*.log
+local_settings.py
+db.sqlite3
+db.sqlite3-journal
+
+# Flask stuff:
+instance/
+.webassets-cache
+
+# Scrapy stuff:
+.scrapy
+
+# Sphinx documentation
+docs/_build/
+
+# PyBuilder
+.pybuilder/
+target/
+
+# Jupyter Notebook
+.ipynb_checkpoints
+
+# IPython
+profile_default/
+ipython_config.py
+
+# pyenv
+#   For a library or package, you might want to ignore these files since the code is
+#   intended to run in multiple environments; otherwise, check them in:
+# .python-version
+
+# pipenv
+#   According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
+#   However, in case of collaboration, if having platform-specific dependencies or dependencies
+#   having no cross-platform support, pipenv may install dependencies that don't work, or not
+#   install all needed dependencies.
+#Pipfile.lock
+
+# poetry
+#   Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control.
+#   This is especially recommended for binary packages to ensure reproducibility, and is more
+#   commonly ignored for libraries.
+#   https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
+#poetry.lock
+
+# pdm
+#   Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.
+#pdm.lock
+#   pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it
+#   in version control.
+#   https://pdm.fming.dev/#use-with-ide
+.pdm.toml
+
+# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm
+__pypackages__/
+
+# Celery stuff
+celerybeat-schedule
+celerybeat.pid
+
+# SageMath parsed files
+*.sage.py
+
+# Environments
+.env
+.venv
+env/
+venv/
+ENV/
+env.bak/
+venv.bak/
+
+# Spyder project settings
+.spyderproject
+.spyproject
+
+# Rope project settings
+.ropeproject
+
+# mkdocs documentation
+/site
+
+# mypy
+.mypy_cache/
+.dmypy.json
+dmypy.json
+
+# Pyre type checker
+.pyre/
+
+# pytype static type analyzer
+.pytype/
+
+# Cython debug symbols
+cython_debug/
+
+# PyCharm
+#  JetBrains specific template is maintained in a separate JetBrains.gitignore that can
+#  be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
+#  and can be added to the global gitignore or merged into this file.  For a more nuclear
+#  option (not recommended) you can uncomment the following to ignore the entire idea folder.
+#.idea/
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
new file mode 100644
index 000000000..565e9da95
--- /dev/null
+++ b/.pre-commit-config.yaml
@@ -0,0 +1,22 @@
+# See https://pre-commit.com for more information
+# See https://pre-commit.com/hooks.html for more hooks
+default_language_version:
+    python: python3.12
+repos:
+-   repo: https://github.com/pre-commit/pre-commit-hooks
+    rev: v4.4.0
+    hooks:
+    -   id: check-added-large-files
+    -   id: check-toml
+    -   id: check-yaml
+        args:
+        -   --unsafe
+    -   id: end-of-file-fixer
+    -   id: trailing-whitespace
+-   repo: https://github.com/charliermarsh/ruff-pre-commit
+    rev: v0.1.2
+    hooks:
+    -   id: ruff
+        args:
+        - --fix
+    -   id: ruff-format
diff --git a/LICENSE b/LICENSE
new file mode 100644
index 000000000..261eeb9e9
--- /dev/null
+++ b/LICENSE
@@ -0,0 +1,201 @@
+                                 Apache License
+                           Version 2.0, January 2004
+                        http://www.apache.org/licenses/
+
+   TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION
+
+   1. Definitions.
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+      "License" shall mean the terms and conditions for use, reproduction,
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+   limitations under the License.
diff --git a/README.md b/README.md
new file mode 100644
index 000000000..711afd21e
--- /dev/null
+++ b/README.md
@@ -0,0 +1,3 @@
+# Tracecat
+
+Tracecat is an open source Tines alternative.
\ No newline at end of file
diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 000000000..c8acf4494
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,64 @@
+[build-system]
+requires = ["hatchling >= 1.13.0"]
+build-backend = "hatchling.build"
+
+[project]
+name = "tracecat"
+description = ""
+readme = "README.md"
+requires-python = ">=3.8"
+license = "Apache 2.0"
+authors = [
+    { name = "Tracecat", email = "founders@tracecat.com" },
+]
+classifiers = [
+    "Development Status :: 3 - Alpha",
+    "License :: OSI Approved :: Apache Software License",
+    "Programming Language :: Python :: 3 :: Only",
+    "Programming Language :: Python :: 3.12",
+    "Intended Audience :: Developers",
+    "Intended Audience :: Information Technology",
+    "Intended Audience :: System Administrators",
+    "Topic :: Security",
+    "Topic :: System :: Monitoring",
+    "Topic :: System :: Systems Administration",
+]
+dependencies = [
+    "fastapi",
+    "pydantic"
+]
+dynamic = ["version"]
+
+[project.urls]
+Homepage = "https://github.com/TracecatHQ/tracecat"
+Documentation = "https://docs.tracecat.com/"
+Repository = "https://github.com/TracecatHQ/tracecat"
+
+[tool.hatch.version]
+path = "tracecat/__init__.py"
+
+[tool.mypy]
+strict = true
+ignore_missing_imports = true
+
+[tool.ruff]
+line-length = 88
+fix = true
+select = [
+    "E",  # pycodestyle errors
+    "W",  # pycodestyle warnings
+    "F",  # pyflakes
+    "I",  # isort
+    "B",  # flake8-bugbear
+    "C4",  # flake8-comprehensions
+    "UP",  # pyupgrade
+]
+ignore = [
+    "E501",  # line too long, handled by ruff
+    "B008",  # do not perform function calls in argument defaults
+    "W191",  # indentation contains tabs
+]
+
+[tool.ruff.pyupgrade]
+# Preserve types, even if a file imports `from __future__ import annotations`.
+keep-runtime-typing = true
diff --git a/requirements-dev.txt b/requirements-dev.txt
new file mode 100644
index 000000000..4aafe822c
--- /dev/null
+++ b/requirements-dev.txt
@@ -0,0 +1,6 @@
+hatchling
+pytest
+pytest-benchmark
+pytest-cov
+pytest-memray
+pytest-xdist
\ No newline at end of file
diff --git a/requirements-lint.txt b/requirements-lint.txt
new file mode 100644
index 000000000..0bbe05d08
--- /dev/null
+++ b/requirements-lint.txt
@@ -0,0 +1,3 @@
+mypy==1.8.0
+ruff==0.2.0
+typos==1.17.2
\ No newline at end of file
diff --git a/requirements.txt b/requirements.txt
new file mode 100644
index 000000000..54ae57f1e
--- /dev/null
+++ b/requirements.txt
@@ -0,0 +1 @@
+-e .[all]
\ No newline at end of file
diff --git a/tracecat/__init__.py b/tracecat/__init__.py
new file mode 100644
index 000000000..700a33a76
--- /dev/null
+++ b/tracecat/__init__.py
@@ -0,0 +1,3 @@
+"""Tracecat is an open source Tines alternative. """
+
+__version__ = "0.0.1-alpha"
\ No newline at end of file
diff --git a/tracecat/api.py b/tracecat/api.py
new file mode 100644
index 000000000..e69de29bb
diff --git a/tracecat/runners.py b/tracecat/runners.py
new file mode 100644
index 000000000..e69de29bb